Lagos Data School

• Identified 4 distinct customer segments performing RFM analysis and KMeans clustering on a 5,000-row e-commerce dataset, enabling data-driven targeting for VIP and at-risk groups.
• Uncovered key promotional insights by analysing purchasing behaviour with Python and Seaborn, directly informing discount and loyalty strategy for a retail client.
• Cut manual data preparation time by building automated cleaning pipelines with NumPy and Pandas for recurring performance reporting.

Lagos Data School

• Developed SEO-optimised articles tailored to the Lagos market, focused on professional branding and business growth for SMEs.
• Used market research and keyword analysis to improve organic reach for local businesses.
• Synthesised complex technical concepts in engineering and data into accessible, high-ranking content.

TechCrush

• Applied data analysis and SQL on scholarship program projects, progressing into a dedicated data science track.

Arch Technologies

• Achieved 80.4% classification accuracy building a Logistic Regression model to predict Titanic passenger survival, applying feature engineering to raw, missing-value-heavy data.
• Reached 0.9998 R² in stock price forecasting with a Linear Regression pipeline analysing historical market trends for time-series prediction.
• Reduced manual reporting time by automating data manipulation workflows with NumPy and Pandas across retail and stock datasets.

Flowmingo AI

• Certified Flowmingo Partner, supporting the platform in a freelance business partnership capacity.